The Revenue Trap

@Sephora your attribution shows Facebook driving $50M in revenue. Your finance team shows $5M in profit from that channel. That's a 10% margin. You're paying platform fees higher than that.

Welcome to the revenue trap. When I tripled ARR by rebuilding attribution around profit. ROAS optimization was the floor. Profit optimization was the ceiling. The difference? $47M in 18 months.

Your marketing team is measured on ROAS. Your finance team cares about contribution margin. They're using different languages to describe the same business. The board sees revenue. The CFO sees cost. The truth lives in neither dashboard alone.

The Profit Attribution Framework:

1. Attribute contribution margin. Not revenue.
2. Include service costs in CAC. High returns destroy profit.
3. Lifetime profit metrics. Some channels look bad until month six.
4. Cohort-based profitability. Track by customer date, not calendar month.
5. Predictive profit modeling. Forecast profit before spend.

We're building profit-first measurement together. Not as vendor proposing tools. As operator who's enabled IPOs. You and I aligning on what matters.

What's your most profitable channel by margin vs ROAS?

See our attribution approach at clondikeppc.online.